Journal Article2024

Dm-codec: Distilling multimodal representations for speech tokenization

Md Mubtasim Ahasan, Md Fahim, Tasnim Mohiuddin, AKM Rahman, Aman Chadha, Tariq Iqbal, M Ashraful Amin, Md Mofijul Islam, Amin Ahsan Ali

arXiv preprint arXiv:2410.15017

In: Findings of the Association for Computational Linguistics: EMNLP 2025

Association for Computational Linguistics, pp. 25580-25602

Abstract

Md Mubtasim Ahasan, Md Fahim, Tasnim Mohiuddin, Akmmahbubur Rahman, Aman Chadha, Tariq Iqbal, M Ashraful Amin, Md Mofijul Islam, Amin Ahsan Ali. Findings of the Association for Computational Linguistics: EMNLP 2025. 2025.

Keywords

  • multimodal representation
  • speech tokenization
  • knowledge distillation

CCDS Authors

MD Mubtasim Ahasan
Md Mubtasim Ahasan

MD Mubtasim Ahasan

  • Research Assistant, CCDS

Research Interests

Multimodal Learning, Speech and Audio Modeling, AI Agents

MD Fahim
Md Fahim

MD Fahim

  • Research Assistant, CCDS

Published at

ACL, EMNLP, ECAI, WACV, LREC, ICPR, BEA, BLP, Information Sciences, Smart Agricultural Technology

Research Interests

Machine Learning, Natural Language Processing

Aman Chadha
Aman Chadha

Aman Chadha

  • Collaborator, AI/ML Wing

Generative AI Leadership

Amazon Web Services

Published at

ECCV

Research Interests

Artificial Intelligence System Design

Prof. M Ashraful Amin, PhD
M Ashraful Amin, PhD

Prof. M Ashraful Amin, PhD

  • Founder Director, CCDS
  • Director, AI/ML, HCI & DS Wings

Professor

+1 more affiliation

Department of Information Sciences and Technology

George Mason University, USA

Published at

ACL, CHI, UbiComp, ECAI, WACV, PAKDD, IJCNN, ICPR, ICIP, HCII, CLEF, BLP, Scientific Reports, JMIR, IEEE Access, Smart Agricultural Technology, Frontiers in Computational Neuroscience, Diabetes Research and Clinical Practice, PLOS ONE

Research Interests

Machine Learning, Cognitive & Vision Science, Cybernetics, Surveillance & Security, ICT in Education, Health, & Agriculture, Human-Computer Interaction, Internet of Things, Robotics

MD Mofijul Islam
Md Mofijul Islam

MD Mofijul Islam

  • Collaborator, AI/ML Wing

Applied Scientist II

AWS GenAI Innovation Center

Published at

ECCV

Research Interests

Multimodal Machine Learning (Vision + NLP), Large Language Model, Knowledge Graph, Multitask Learning, Generative AI

Amin Ahsan Ali, PhD
Amin Ahsan Ali, PhD

Amin Ahsan Ali, PhD

  • Director, AI/ML Wing

Professor

Department of Computer Science and Engineering

Independent University, Bangladesh

Published at

ACL, CHI, UbiComp, ECCV, IJCAI, ECAI, WACV, IPSN, PAKDD, LREC, IJCNN, ICPR, ICIP, BEA, BLP, ICMLA, Scientific Reports, Scientific Data, Pattern Recognition, Information Sciences, Ad Hoc Networks, Drug and Alcohol Dependence, PLOS ONE

Research Interests

Artificial Intelligence, Machine Learning